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Raiden-p-bot

Details
Author Raiden
Race Protoss
Type python
Bot Zip --
Bot data --
Created 14. May 2023 - 17:30:44
Last Updated 22. Dec. 2023 - 10:11:45

Trophies
No trophies
Biography

Introduction

This is my first bot, I made this bot with the goal of implementing a Machine Learning algorithm.

I followed the steps suggested by Sentdex in his tutorial and started building a bot where the decision making is handled by the ML model while execution is scripted.

Specs

Bot made with Python and using Burny's framework as well as MapAnalyser for pathing.

The model was built with ~1000 wins against Very Hard AI. I prepared the input data by using docker image provided by BurnySC2 and running 10 containers playing at the same time. It took 48h to get the matches done. The training took 30 min on google colab to finish.

I used keras sequential model with 10 epochs, lr = 0.0001, batch size = 128, test size = 100, shuffle = True.

Rankings

Season Opened Closed Division ELO
Sc2 AI Arena 2024 Pre-Season 2 17. March 2024 - 01:11:31 -- 2 1572 Stats
Sc2 AI Arena 2024 Season 1 16. Feb. 2024 - 09:54:04 12. March 2024 - 13:37:03 2 1510 Stats
Sc2 AI Arena 2023 Pre-Season 3 26. Nov. 2023 - 18:04:37 15. Feb. 2024 - 21:37:58 1 1650 Stats
Sc2 AI Arena 2023 Season 2 13. June 2023 - 21:32:56 04. Nov. 2023 - 23:42:36 3 1463 Stats
Sc2 AI Arena Pre-season 2 31. May 2023 - 08:51:01 13. June 2023 - 08:04:04 3 1492 Stats

Requested or In Progress Matches

Match ID Bot 1 Bot 2 Map Started at Assigned to
2795574 Raiden-p-bot 72Tortoises Equilibrium512V2AIE 21. May 2024 - 20:40:32 arenaclient_001

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
2507658 12 Dec. 23, 15:54 QueenBot None Error 0 0 00:00:00 — —
1760219 28 May 23, 12:35 wzh-test None Initialization Failure — — 00:00:00 — —
1817036 06 July 23, 22:57 MechaShark — — 0 — 00:00:00 — —
2633745 13 Feb. 24, 23:30 BenBotBC None Initialization Failure 0 — 00:00:00 — —
2635818 15 Feb. 24, 14:39 PhantomTest None Initialization Failure 0 — 00:00:00 — —
1760220 28 May 23, 12:35 wzh-test None Initialization Failure — — 00:00:00 — —
1760222 28 May 23, 12:36 WizardHat None Initialization Failure — — 00:00:00 — —
1760224 28 May 23, 12:36 sharpy-pvp-probot... None Initialization Failure — — 00:00:00 — —
2635600 15 Feb. 24, 13:22 sharkbot None Initialization Failure 0 — 00:00:00 — —
1760228 28 May 23, 12:44 brrrr None Initialization Failure — — 00:00:00 — —
2629808 12 Feb. 24, 04:03 PhantomBot None Initialization Failure 0 — 00:00:00 — —
2635857 15 Feb. 24, 06:39 Phobos None Initialization Failure 0 — 00:00:00 — —
2571626 06 Jan. 24, 06:48 BenBotBC None Initialization Failure 0 — 00:00:00 — —
2635690 15 Feb. 24, 05:46 12PoolBot None Initialization Failure 0 — 00:00:00 — —
2636086 15 Feb. 24, 15:12 ANIbot None Initialization Failure 0 — 00:00:00 — —
2636085 15 Feb. 24, 01:48 VeTerran-revived None Initialization Failure 0 — 00:00:00 — —
1875432 11 Aug. 23, 07:39 RustyTerran None Error 0 0 00:00:00 — —
1760556 28 May 23, 21:12 CaninanaV051 Win Game Rules — 0 00:00:00 — —
1760557 28 May 23, 21:12 CaninanaV051 Win Game Rules — 0 00:00:00 — —
2630162 12 Feb. 24, 23:30 ANIbot None Initialization Failure 0 — 00:00:00 — —
1783949 17 June 23, 14:12 Roro None Initialization Failure 0 — 00:00:00 — —
2636084 15 Feb. 24, 13:42 TyrT None Initialization Failure 0 — 00:00:00 — —
2636083 15 Feb. 24, 10:38 Dovahkiin None Initialization Failure 0 — 00:00:00 — —
2771721 10 May 24, 12:27 VeTerran-revived Loss Crash -1 62 00:00:00 Download —
1783830 17 June 23, 15:31 TrainingBot None Error 0 — 00:00:00 — —
1760562 28 May 23, 21:43 SharpenedEdge None Initialization Failure — — 00:00:00 — —
2510393 13 Dec. 23, 17:48 Bombshaker None Error 0 0 00:00:00 — —
1760563 28 May 23, 21:43 SharpenedEdge None Initialization Failure — — 00:00:00 — —
2726742 14 April 24, 03:13 miniZerg Win Crash +4 0 00:00:00 Download —
2636082 15 Feb. 24, 14:31 Zoe None Initialization Failure 0 — 00:00:00 — —